DNA enhancer prediction using machine learning techniques with novel feature representation

• Main Author: Fong, Pui Kwan
• Format: Thesis
• Language: English
• Published: unimas 2016
• Subjects: Q Science (General); QM Human anatomy
• Online Access: http://ir.unimas.my/id/eprint/20988/3/Fong%20Pui.pdf; http://ir.unimas.my/id/eprint/20988/
• Institution: Universiti Malaysia Sarawak

Identification of regulatory elements particularly enhancer region plays an important role in comprehending the regulation of gene expression. Current computational enhancer prediction tools are centred at Support Vector Machine (SVM) utilizing sequence content feature—the k-mer. While content featu...